Whole-tumor perfusion CT using texture analysis in unresectable stage IIIA/B non-small cell lung cancer treated with recombinant human endostatin

被引:5
作者
Shi, Lei [1 ,2 ,3 ]
Zhou, Xiang-Lan [2 ]
Sun, Jing-Jing [2 ]
Huang, Jie-Hui [2 ]
Wang, Xu [2 ]
Li, Kai [2 ]
Pang, Pei-Pei [4 ]
Xu, Yu-Jin [5 ,6 ]
Chen, Ming [5 ,6 ]
Zhang, Min-Ming [1 ]
机构
[1] Zhejiang Univ, Dept Radiol, Affiliated Hosp 2, Sch Med, Hangzhou 310009, Zhejiang, Peoples R China
[2] Zhejiang Canc Hosp, Dept Radiol, Hangzhou 310022, Zhejiang, Peoples R China
[3] Hangzhou YITU Healthcare Technol Co Ltd, Hangzhou 310000, Zhejiang, Peoples R China
[4] GE Healthcare, Hangzhou 310000, Zhejiang, Peoples R China
[5] Zhejiang Canc Hosp, Dept Radiat Oncol, Hangzhou 310022, Zhejiang, Peoples R China
[6] Zhejiang Key Lab Radiat Oncol, Hangzhou 310022, Zhejiang, Peoples R China
关键词
CT perfusion imaging; texture analysis; non-small cell lung cancer (NSCLC); recombinant human endostatin (rhES); CONCURRENT; CHEMORADIOTHERAPY; PREDICTION; THERAPY; TRIAL;
D O I
10.21037/qims.2019.06.05
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Background: To observe the dynamic changes of blood perfusion with whole-tumor computed tomography (CT) perfusion imaging using texture analysis in patients with unresectable stage IIIA/B non-small cell lung cancer (NSCLC) treated with recombinant human endostatin (Endostar). Methods: This phase II clinical trial recruited 11 patients diagnosed with stage IIIA/B NSCLC. Histological examination prior to treatment revealed squamous cell carcinoma in 4 cases and adenocarcinoma in 7 cases. All patients underwent contrast-enhanced perfusion CT at baseline and a second CT scan 1 week after treatment initiation with Endostar. CT perfusion images including blood flow (BF), blood volume (BV), and permeability (PMB) were imported into OmniKinetics software to quantitatively assess the texture features. Skewness, kurtosis, and entropy were calculated at baseline and after anti-angiogenic therapy. Changes in tumor were analyzed using Wilcoxon signed-rank test. The association of parameters with survival was evaluated using Cox proportional hazards regression model. Results: There were no statistical differences in the mean values of BF, BV, and PMB before and after treatment (P=0.594, 0.477 and 0.328, respectively). The skewness on BF images demonstrated significant differences at baseline and after treatment (0.6 +/- 2.7 vs. 1.0 +/- 2.6, P=0.010), while skewness of BV and PMB showed no significant variation (P=0.477 and 0.213, respectively). The kurtosis and entropy for BF, BV and PMB showed no significant differences (all P>0.05). In adenocarcinoma, the mean BF showed no significant differences at baseline and after treatment (76.5 +/- 25.7 vs. 101.2 +/- 46.4, P=0.398), while skewness for BF was significantly higher after treatment than at baseline (-0.19 +/- 3.3 vs. 0.59 +/- 3.2, P=0.028). No significant associations were found between perfusion CT imaging parameters and progression-free survival. Conclusions: These results suggested that blood perfusion showed improvement with whole-tumor perfusion CT using texture analysis in patients with stage IIIA/B NSCLC treated by Endostar.
引用
收藏
页码:968 / 975
页数:8
相关论文
共 24 条
[21]   Assessing tumor perfusion and treatment response in rectal cancer with multisection CT: Initial observations [J].
Sahani, DV ;
Kalva, SP ;
Hamberg, LM ;
Hahn, PF ;
Willett, CG ;
Saini, S ;
Mueller, PR ;
Lee, TY .
RADIOLOGY, 2005, 234 (03) :785-792
[22]   Perfusion CT allows prediction of therapy response in non-small cell lung cancer treated with conventional and anti-angiogenic chemotherapy [J].
Tacelli, Nunzia ;
Santangelo, Teresa ;
Scherpereel, Arnaud ;
Duhamel, Alain ;
Deken, Valerie ;
Klotz, Ernst ;
Cortot, Alexis ;
Lafitte, Jean-Jacques ;
Wallyn, Frederic ;
Remy, Jacques ;
Remy-Jardin, Martine .
EUROPEAN RADIOLOGY, 2013, 23 (08) :2127-2136
[23]  
Wang Jinwan, 2005, Zhongguo Fei Ai Za Zhi, V8, P283, DOI 10.3779/j.issn.1009-3419.2005.04.07
[24]   Concurrent versus sequential chemoradiotherapy with cisplatin and vinorelbine in locally advanced non-small cell lung cancer: a randomized study [J].
Zatloukal, P ;
Petruzelka, L ;
Zemanova, M ;
Havel, L ;
Janku, F ;
Judas, L ;
Kubik, A ;
Krepela, E ;
Fiala, P ;
Pecen, L .
LUNG CANCER, 2004, 46 (01) :87-98